Integration Grants Application '25: Decryptofy Analytics & Dashboard Infrastructure
Application Introduction
Name of the Project
Decryptofy - Open-Source On-Chain Infrastructure for Analytics, Security, and User Protection
Problem Statement and Proposed Solution
Problem Statement:
The Conflux ecosystem faces critical barriers to mainstream adoption:
Users navigate a minefield: Rugs, phishing, MEV extraction, and unreadable transactions cost users hundreds of millions annually, with protection tools either costing $500/month or being non-existent
Developers build on shaky ground: Centralized RPCs create security bottlenecks, missing primitives force developers to reinvent basic functionality, and infrastructure gaps slow development
Protocols ship and pray: Manual audits can’t keep pace with rapid deployment cycles, taking 40+ hours per contract and missing vulnerabilities that surface post-launch
The ecosystem bleeds credibility: Every hack headline, every rug pull, every user who gets burned and tells everyone “crypto = scam”
Proposed Solution:
Decryptofy provides comprehensive analytics and dashboard infrastructure as open-source public goods for the Conflux ecosystem, including:
Real-time risk analytics dashboards for protocol health scoring, yield risk analysis, and security monitoring
User safety analytics including rug detection, portfolio analysis, and transaction monitoring
Developer tooling with readable transaction explorers, contract analysis APIs, and integration SDKs
Cross-chain analytics to track MEV, bridge security, and multi-chain address resolution
Alignment with Conflux Network
A. Benefit to the Conflux Ecosystem
Decryptofy’s infrastructure will entice more developers to build on Conflux by providing:
Trustless RPC infrastructure eliminating centralized bottlenecks and MEV vulnerabilities
MEV protection layers via the Whale Flow Relayer, ensuring front-running resistant transactions
Developer-friendly APIs with human-readable transaction data and plain English contract explanations
Security primitives including automated auditing via Sentinel AI Auditor and privacy-preserving verification through Privacy Lens SDK
This dramatically lowers the barrier to entry for developers who currently struggle with:
Building security features from scratch
Integrating with centralized infrastructure
Understanding complex on-chain data
Protecting users without expensive third-party tools
B. Economic Benefit
Decryptofy will increase assets and transactions on Conflux by:
Attracting capital: Portfolio analytics and yield risk scoring bring sophisticated investors who can confidently deploy capital
Retaining users: Rug detection and phishing prevention reduce user losses, preventing the exodus that follows major hacks
Increasing DeFi TVL: Protocol health dashboards and liquidation monitoring attract institutional and whale liquidity
Driving developer adoption: Free, open-source infrastructure accelerates dApp development, leading to more on-chain activity
Building trust: Every prevented rug pull and detected vulnerability strengthens Conflux’s reputation, compounding user growth
Projected Impact:
Protect $10M+ in user assets within first 6 months
Enable 50+ dApps to integrate security and analytics features
Drive 20%+ reduction in successful attacks on Conflux ecosystem
Increase average user session value through improved safety and confidence
Competitive Edge
Decryptofy differentiates itself through:
- Production Dependency Model
Our commercial platform (Decryptofy.ai) runs on these open-source tools
If tools break, our business breaks - ensuring long-term maintenance and quality
No continuous grant dependency; revenue funds ongoing development
2. Open-Source Everything
MIT/Apache licensed, free to use, fork, and integrate
No paywalls, no token requirements, no vendor lock-in
Community can audit, improve, and extend all tools
3. Already Shipping
9 tools already live and protecting users
6 tools fully spec’d and in active development
11+ additional tools on roadmap
Proven track record of execution (not vaporware)
4. Comprehensive Ecosystem Approach
Not just one tool - complete infrastructure stack
Serves all stakeholders: users, developers, and protocols
Tools integrate seamlessly, providing compounding value
5. Privacy-First Design
Privacy Lens SDK enables ZK selective disclosure
Prove attributes without doxxing
Critical for institutional and privacy-conscious users
6. AI-Powered Intelligence
Sentinel AI Auditor reduces audit time from 40 hours to 4 hours
Natural language contract explanations via Contract ELI5
Portfolio analysis with actionable insights, not just data dumps
Links
Website: https://www.decryptofy.xyz 1
Consumer Product: https://www.decryptofy.ai
GitHub Repository: https://github.com/cj232-xyz/decryptofy-xyz
Email: [email protected]
Phone: 904.485.2076
Twitter/X: @decryptofy_ai
Farcaster: @decryptofy
Conflux eSpace Grant Recipient Wallet Address
Incorporated Startup Status
Yes - Decryptofy Inc., incorporated January 2026
Technical Introduction
Problem Statement (Technical Context)
The Conflux ecosystem lacks comprehensive, production-grade analytics and monitoring infrastructure. This creates several technical challenges:
Data Accessibility Gap: On-chain data is difficult to parse, requiring developers to build custom indexers and interpreters
Real-Time Monitoring Absence: No unified solution for tracking protocol health, detecting anomalies, or monitoring security events
MEV Vulnerability: Centralized RPC endpoints expose users to front-running and sandwich attacks
Security Blind Spots: Manual auditing processes are slow, expensive, and often miss vulnerabilities that only surface under specific conditions
UX Friction: Cryptographic addresses, hex data, and complex transaction structures prevent mainstream adoption
Existing Solutions and Feasibility Study
Existing Solutions:
Block explorers (ConfluxScan): Provide raw data but lack analytics, risk scoring, or user-friendly interpretation
Commercial security tools (Blowfish, PocketUniverse): Cost $500-2000/month, closed-source, limited coverage
Manual auditing firms: Expensive ($10k-50k per contract), slow (weeks to months), reactive rather than preventive
Generic RPC providers: Centralized, vulnerable to MEV, lack privacy protections
Gaps in Existing Solutions:
No open-source alternative to commercial safety tools
No real-time protocol health monitoring
No automated, scalable auditing infrastructure
No privacy-preserving selective disclosure for Conflux
No integrated developer tooling for safety features
Feasibility:
Decryptofy has already demonstrated feasibility by:
Deploying 9 production tools serving thousands of users
Processing millions of transactions for analysis
Building AI-powered auditing that reduces audit time by 90%
Creating SDKs used by multiple dApps
Establishing partnerships with Outcode Software for full-stack development
Purpose of the System
Decryptofy’s analytics and dashboard infrastructure serves to:
Enable Data-Driven Decisions: Provide users, developers, and protocols with actionable intelligence rather than raw data
Democratize Security: Make enterprise-grade security tools available to everyone for free
Accelerate Development: Give developers ready-made primitives for safety, analytics, and user experience
Build Trust: Reduce scams, hacks, and user losses that damage ecosystem reputation
Drive Adoption: Lower barriers to entry for both builders and end-users
Scope of the System
Phase 1: Core Analytics Infrastructure (Months 1-3)
Protocol Health Scorer API
Yield Risk Analyzer Dashboard
Transaction Monitoring Service
Portfolio Analytics API
Phase 2: Security and Protection Tools (Months 4-6)
Rug Detection Engine
Phishing Domain Detector
Bridge Security Scanner
Approval Manager
Phase 3: Developer Tooling (Months 7-9)
Plain English Explorer (human-readable transactions)
Contract ELI5 API
Helios Gateway (light client RPC)
Integration SDKs and documentation
Phase 4: Advanced Features (Months 10-12)
Sentinel AI Auditor integration
Privacy Lens SDK for Conflux
Multi-Chain Address Resolver
Cross-Chain MEV Monitor
Objectives and Success Criteria
Objectives:
Deploy production-ready analytics infrastructure on Conflux eSpace
Achieve integration by 10+ Conflux dApps within 6 months
Process and analyze 1M+ Conflux transactions
Prevent $10M+ in user losses from scams and exploits
Reduce average smart contract audit time by 80%
Open-source 100% of core infrastructure
Success Criteria:
API uptime > 99.5%
Query response time < 200ms for 95th percentile
10+ production integrations
10k+ monthly active users
Zero critical security incidents in infrastructure
All code open-sourced under MIT/Apache 2.0 license
Complete API documentation and integration guides
Active community contributions (PRs, issues, forks)
Definitions, Acronyms, and Abbreviations
MEV: Maximal Extractable Value - profit extracted by reordering, inserting, or censoring transactions
RPC: Remote Procedure Call - interface for interacting with blockchain nodes
SDK: Software Development Kit - collection of tools for building applications
TVL: Total Value Locked - amount of assets deposited in DeFi protocols
ELI5: Explain Like I’m 5 - simplified explanations of complex concepts
ZK: Zero-Knowledge - cryptographic proofs that verify information without revealing it
DAO: Decentralized Autonomous Organization
API: Application Programming Interface
CFX: Conflux Network native token
References
Conflux Network Documentation: https://doc.confluxnetwork.org/
Conflux eSpace Developer Docs: https://doc.confluxnetwork.org/docs/espace/Overview
ConfluxScan API: https://www.confluxscan.io/
Decryptofy Technical Documentation: https://github.com/cj232-xyz/decryptofy-xyz
MEV Research: Flashbots, https://writings.flashbots.net/
Smart Contract Security Best Practices: https://consensys.github.io/smart-contract-best-practices/
Technical Proposal
Functional Overview
Core System Components
A. Analytics Engine
Real-time data ingestion: Subscribe to Conflux eSpace blocks, transactions, and events
Indexing layer: Parse and structure on-chain data for rapid querying
Risk scoring algorithms: Analyze patterns to detect rugs, exploits, and anomalies
Portfolio tracking: Calculate holdings, PnL, yield, and risk exposure across protocols
Protocol health metrics: Monitor TVL, utilization rates, liquidation risks, and governance activity
B. Dashboard Infrastructure
Public API endpoints: RESTful APIs for querying analytics data
WebSocket streams: Real-time updates for transaction monitoring and alerts
Visualization tools: Pre-built chart components and dashboards
Alerting system: Configurable notifications for security events and portfolio changes
Historical data access: Query past transactions, events, and metrics
C. Security Modules
Rug Detection: Pattern matching for honeypots, unlimited minting, hidden transfer fees
Phishing Prevention: Domain reputation scoring, wallet drainer detection, approval monitoring
Contract Auditor: Automated static analysis, vulnerability detection, compliance checking
Transaction Simulation: Pre-flight transaction analysis to prevent malicious interactions
D. Developer Tools
Plain English Parser: Convert hex calldata and events into human-readable descriptions
Contract ELI5: Generate natural language explanations of smart contract functionality
Integration SDKs:
JavaScript/TypeScript SDK for web dApps
Python SDK for data analysis and bots
Rust SDK for high-performance applications
Light Client Gateway: Trustless RPC access via Helios Gateway
E. Privacy Features
Privacy Lens SDK: ZK-based selective disclosure for Conflux
Proof generation: Create verifiable proofs of attributes without revealing underlying data
Verification infrastructure: On-chain and off-chain proof verification
Legal/Licensing
Open Source License:
All infrastructure code released under MIT License or Apache 2.0
Permits commercial use, modification, distribution, and private use
No copyleft requirements - maximum permissiveness for ecosystem adoption
Terms of Service:
Public APIs provided “as-is” without warranty
Rate limiting for fair use, unlimited for self-hosted deployments
No collection of private keys or sensitive user data
GDPR-compliant data handling for EU users
Intellectual Property:
No patents filed or planned on core infrastructure
Encourages forking, modification, and integration
Attribution appreciated but not required
Non-Functional Overview
A. Usability
Developer Experience:
Comprehensive documentation with code examples in multiple languages
Interactive API playground for testing queries
One-line SDK installation: npm install @decryptofy/sdk
Sensible defaults with extensive customization options
Clear error messages with actionable resolution steps
End User Experience:
Sub-second dashboard load times
Mobile-responsive interfaces
Accessibility compliance (WCAG 2.1 AA)
Multilingual support (English, Chinese, Spanish initially)
Intuitive visualizations requiring no blockchain expertise
Integration Simplicity:
Drop-in components for React, Vue, Svelte
Webhook support for server-side integrations
GraphQL and REST API options
Pre-built templates for common use cases
B. Reliability
High Availability:
99.9% uptime SLA for hosted services
Redundant infrastructure across multiple regions
Automatic failover for RPC endpoints
Self-healing architecture with health checks and restarts
Data Integrity:
Cryptographic verification of all on-chain data
Checksums for downloaded datasets
Immutable audit logs for all system changes
Regular backups with point-in-time recovery
Error Handling:
Graceful degradation when external services fail
Circuit breakers to prevent cascade failures
Comprehensive logging and monitoring
Automatic retry logic with exponential backoff
C. Performance
Scalability:
Horizontal scaling for API servers (handles 10k+ requests/second)
Distributed caching layer (Redis) for frequently accessed data
Database sharding for historical data
CDN distribution for static assets and dashboards
Response Times:
API queries: < 100ms for 95th percentile
Real-time streams: < 50ms latency
Dashboard rendering: < 2 seconds initial load
Complex analytics: < 5 seconds for 99th percentile
Resource Efficiency:
Efficient indexing reduces storage costs by 70%
Incremental updates minimize redundant processing
Query optimization for common access patterns
Lazy loading for historical data
D. Implementation
Technology Stack:
Backend:
Node.js / TypeScript: API servers and indexing services
Rust: High-performance data processing and cryptographic operations
PostgreSQL: Primary relational database for structured data
MongoDB: Document store for flexible schemas
Redis: Caching and pub/sub messaging
Apache Kafka: Event streaming for real-time data pipeline
Frontend:
React: Dashboard and web application framework
Next.js: Server-side rendering and routing
TailwindCSS: Styling and responsive design
D3.js / Recharts: Data visualization
Wagmi / Viem: Ethereum/Conflux wallet integration
Infrastructure:
Docker: Containerization for consistent deployments
Kubernetes: Orchestration and scaling
GitHub Actions: CI/CD pipeline
Prometheus / Grafana: Monitoring and alerting
CloudFlare: CDN and DDoS protection
Conflux-Specific:
js-conflux-sdk: Official JavaScript SDK for Conflux interaction
conflux-rust-sdk: Rust bindings for Conflux RPC
ConfluxScan API: Supplementary data source for verification
Development Methodology:
Agile sprints (2-week cycles)
Test-driven development (TDD)
Code review requirements for all PRs
Automated testing (unit, integration, end-to-end)
Continuous integration and deployment
Security Practices:
Regular dependency audits (npm audit, Snyk)
Penetration testing before major releases
Bug bounty program for responsible disclosure
Encrypted data at rest and in transit
Principle of least privilege for all services
E. User Interface
Dashboard Design Principles:
Clarity: Information hierarchy with clear visual distinction
Efficiency: Minimize clicks to access critical data
Feedback: Immediate visual confirmation of actions
Consistency: Unified design language across all tools
Accessibility: Keyboard navigation, screen reader support, high contrast modes
Key Dashboard Views:
Portfolio Dashboard
Asset allocation chart (pie/donut)
PnL timeline graph
Risk score gauge
Top holdings table
Recent transactions feed
Protocol Dashboard
TVL trend line
Health score indicator
Liquidation risk heatmap
Governance activity feed
Audit status badge
Transaction Explorer
Human-readable description
Visual flow diagram
Gas optimization suggestions
Security warnings
Related transactions
Security Dashboard
Active threats list
Approval manager
Suspicious activity alerts
Wallet health score
Educational resources
Responsive Breakpoints:
Mobile: 320px - 767px
Tablet: 768px - 1023px
Desktop: 1024px+
Wide: 1920px+
Total Budget
Grant Size
Requested Amount: $50,000 USD (to be disbursed in CFX equivalent)
Justification and Cost Breakdown
Phase 1: Core Infrastructure (Months 1-3) - $15,000
Conflux eSpace integration and RPC setup: $3,000
Analytics engine development: $6,000
Database design and indexing infrastructure: $3,000
API endpoint development: $2,000
Testing and deployment: $1,000
Phase 2: Security Tools (Months 4-6) - $12,000
Rug detection algorithm development: $4,000
Phishing prevention system: $3,000
Contract security scanner: $3,000
Real-time monitoring and alerting: $2,000
Phase 3: Dashboard and UI (Months 7-9) - $13,000
Dashboard design and UX: $3,000
Frontend development (React/Next.js): $5,000
Visualization components (charts, graphs): $2,000
Mobile responsiveness and accessibility: $2,000
User testing and iteration: $1,000
Phase 4: Developer Tooling (Months 10-12) - $10,000
SDK development (JS, Python, Rust): $4,000
Plain English transaction parser: $2,000
Documentation and tutorials: $2,000
Integration testing with partner dApps: $1,000
Community support and maintenance: $1,000
Cost Allocation:
Development labor (80%): $40,000
Infrastructure and hosting (10%): $5,000
Testing and security audits (5%): $2,500
Documentation and marketing (5%): $2,500
Note on Budget Efficiency:
Grant funds supplement our existing development capacity through partnerships with Outcode Software and Upwork contractors. Core team provides project management, architecture, and oversight at no cost to the grant. This allows us to maximize development output per grant dollar.
Development Roadmap
Timeline Overview: 12 Months
Milestone 1: Foundation (Months 1-3)
Deliverables:
Conflux eSpace node infrastructure deployed
Data indexing pipeline operational
Core analytics APIs (5 endpoints):
/api/portfolio/{address} - Portfolio summary
/api/protocol/{address}/health - Protocol health score
/api/transaction/{hash}/explain - Plain English transaction
/api/risk/address/{address} - Wallet risk score
/api/yields/compare - Cross-protocol yield comparison
Basic dashboard (alpha) deployed to testnet
Open-source repository with documentation
Requested Funding: $15,000
Success Criteria:
All APIs respond in < 200ms
Dashboard processes 1000+ transactions successfully
Zero critical bugs in security audit
3+ developers can integrate using SDK
Milestone 2: Security and Protection (Months 4-6)
Deliverables:
Rug detection engine live on mainnet
Phishing domain database (10,000+ entries)
Contract security scanner with 50+ vulnerability patterns
Real-time alerting system (webhooks + email)
Portfolio dashboard (beta) with risk scoring
Integration with 3+ Conflux dApps
Requested Funding: $12,000
Success Criteria:
Detect 95%+ of known rug pull patterns
< 0.1% false positive rate on security warnings
Prevent $1M+ in potential user losses
1,000+ active users on dashboard
Milestone 3: User Experience (Months 7-9)
Deliverables:
Production dashboard with full analytics suite
Mobile-responsive UI across all tools
Protocol health monitoring for 20+ Conflux protocols
Yield comparison dashboard
Plain English transaction explorer
Multilingual support (English, Chinese)
Requested Funding: $13,000
Success Criteria:
Dashboard page load < 2 seconds
5,000+ monthly active users
90+ Net Promoter Score (NPS)
10+ protocol integrations
Featured on Conflux official ecosystem page
Milestone 4: Developer Ecosystem (Months 10-12)
Deliverables:
Comprehensive SDKs:
JavaScript/TypeScript npm package
Python PyPI package
Rust crate
Helios Gateway (light client RPC) for Conflux
Privacy Lens SDK alpha (ZK selective disclosure)
20+ code examples and tutorials
Developer documentation portal
Integration grants for 5 partner dApps
Requested Funding: $10,000
Success Criteria:
50+ dApps integrate SDK
500+ npm downloads per week
100+ GitHub stars on repository
20+ community contributions (PRs)
99.9% API uptime over 90 days
Post-Grant Sustainability
Revenue Model (Decryptofy.ai commercial platform):
Premium analytics features for institutions
White-label licensing for exchanges and wallets
Consulting services for protocol integration
No paywalls on open-source infrastructure
Ongoing Maintenance:
Funded by commercial revenue, ensuring long-term support without continuous grant dependency. Our business model aligns incentives: better open-source tools = better commercial product.
Team
CJ Carlson - CEO / Founder
Role: Product vision, project management, ecosystem partnerships
Experience:
15+ years product and project management
Led software projects reaching mass audiences
Led internal teams at Outcode Software
Scaled Upgrade Contractors from 6 to 30+ employees, $4M annual revenue
Built Decryptofy.ai and .xyz MVPs solo ($120k-250k development value)
GitHub: https://github.com/cj232-xyz
Social: @decryptofy_ai (Twitter/X), @decryptofy (Farcaster)
Nick Lamb - Advisor / Interim CTO
Role: Technical architecture, security review, blockchain infrastructure
Experience:
Tech + data background
Entrepreneur and specialist
CEO/Founder @zerac, @outcode
LOTR Expert (Legendarium specialist)
GitHub: [To be provided]
Social: @zerac
Nathan Allen - CFO
Role: Financial planning, grant management, budgeting, compliance
Experience:
Masters of Accounting
Bachelor of Applied Science, Accounting
13+ years in accounting and financial management
GitHub: [To be provided]
Social: [To be provided]
Mike Horne - Advisor
Role: Strategic guidance, fundraising, ecosystem connections
Experience:
Co-Founder @ Via Capital Network
Extensive Web3 ecosystem experience
GitHub: [To be provided]
Social: [To be provided]
Development Partners
Outcode Software
Long-standing partnership with professional development agency
Full-stack capacity: React, Python, Solidity, Rust, AI, Blockchain
Code review and architecture consultation
Shipped projects together reaching 100,000+ users
Teams in USA, Peru, and Nepal; 24hr working cycle
Website: https://www.outcodesoftware.com
Upwork Network
Pre-vetted contractors for specialized work
ZK circuits (libp2p, smart contract auditing)
Flexible scaling without full-time overhead
Multiple specialists per domain for redundancy
Team Expertise Alignment
Conflux-Specific Skills We’re Developing:
Conflux eSpace smart contract development
ConfluxScan API integration
CFX token economics and gas optimization
Conflux-specific security patterns
Existing Transferable Skills:
EVM smart contract security (Ethereum, BSC, Polygon)
DeFi protocol analysis
API design and scaling
Open-source community building
Web3 UX/UI design
Terms of Use
I agree to all of the following terms of use in applying to a Conflux Ecosystem Grant:
I have read and understood the Conflux Grants Ecosystem Overview
Reviewed at: https://confluxnetwork.org/developers/grants
Understand focus areas: DeFi, Infrastructure, SocialFi/Gaming/NFTs
I have read about and understood that the Conflux Technical Grants are subject to a No-Sale rule
Grant funds (CFX tokens) will not be sold immediately
Funds will be used directly for development expenses as outlined
Any liquidation for operational costs will be minimal and disclosed
I agree to provide KYC information to the Conflux Foundation for the sake of overall ecosystem security
Team members will complete KYC as required
Decryptofy Inc. corporate documentation available
Transparent team identification (no anonymous founders)
I understand that I will be required to follow public grant reporting requirements
Monthly progress updates on Conflux Forum
Milestone completion reports with evidence
Open-source code commits publicly visible
Community engagement and feedback responsiveness
Post-deployment usage metrics and impact reports
Conclusion
Decryptofy represents a unique opportunity for the Conflux ecosystem to leapfrog competitors in infrastructure maturity. By funding open-source analytics and security tools, Conflux will:
Attract developers with best-in-class tooling
Protect users from scams and exploits that damage reputation
Increase TVL through improved safety and transparency
Build trust that compounds into long-term growth
Create public goods that benefit the entire ecosystem
Our proven track record of shipping production-grade tools, combined with a sustainable business model, ensures this grant investment will deliver lasting value far beyond the 12-month development period.
We’re not building charity. We’re building the tools that make crypto worth joining.
Contact Information:
Email: [email protected]
Phone: 904.485.2076
Website: https://www.decryptofy.xyz 1
GitHub: https://github.com/cj232-xyz/decryptofy-xyz
Application Date: January 28, 2026
Submitted by: CJ Carlson, CEO - Decryptofy Inc.